Remote Construction Vision QA & Evaluation Specialist

AI Trainer Jobs; United States; Remote; USD 34,440,000 - 55,104,000; Full time

Job summary

AuraOne seeks a remote contractor to act as a Construction Site Vision Failure Analyst, reviewing model outputs against a quality rubric and providing structured feedback. You will compare responses, label edge cases, and contribute to retraining data for ongoing improvement.

Ideal candidates will have experience in evaluation, annotation, or trust & safety review, with strong written reasoning and attention to detail. Remote work eligible for US-based contractors.

Qualifications

• Experience with evaluation, annotation, or human-rater activity in AI/vision tasks.
• Clear written reasoning that names the issue and the rubric clause applied.
• Strong attention to detail and the ability to flag when a prompt is the problem.

Responsibilities

• Evaluate model outputs against a versioned rubric and assign severity tags.
• Compare paired responses and select the stronger answer with rationale.
• Label hallucinations, instruction-following failures, and unsafe content with structured tags.
• Capture ambiguous prompts and route them for rubric updates.

Skills

Inter-rater calibration

Job description

AuraOne seeks a remote contractor to act as a Construction Site Vision Failure Analyst, reviewing model outputs against a quality rubric and providing structured feedback. You will compare responses, label edge cases, and contribute to retraining data for ongoing improvement.

Ideal candidates will have experience in evaluation, annotation, or trust & safety review, with strong written reasoning and attention to detail. Remote work eligible for US-based contractors.